COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[19]:

Currently data as of date: 2020-10-23T17:00:00

 

What's in the original dataframe?

Out[20]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[21]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5098 2020-10-23T17:00:00 ITA 19 Sicilia 38.115697 13.362357 593 89 682 8454 ... 596 730 5772 408 9894.0 5422.0 15316 630011 447704.0 NaN
5099 2020-10-23T17:00:00 ITA 9 Toscana 43.769231 11.255889 574 82 656 13718 ... 1113 1290 12290 1237 21997.0 5904.0 27901 973655 653719.0 Sono stati effettuati 1726 tamponi antigenici ...
5100 2020-10-23T17:00:00 ITA 10 Umbria 43.106758 12.388247 183 21 204 3426 ... 360 447 2577 100 2287.0 4020.0 6307 269993 158186.0 NaN
5101 2020-10-23T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 50 3 53 948 ... 96 97 1166 149 2076.0 240.0 2316 37111 23862.0 NaN
5102 2020-10-23T17:00:00 ITA 5 Veneto 45.434905 12.338452 515 64 579 13455 ... 1426 1550 24798 2308 23734.0 17406.0 41140 2208831 860733.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[22]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-10-19 2020-10-19 Veneto 45.434905 12.338452 396 44 440 9405 9845 420 502 24253 2255 22902.0 13451.0 36353 2150361 838391.0 NaN 4905854
2020-10-20 2020-10-20 Veneto 45.434905 12.338452 459 51 510 9746 10256 411 490 24319 2268 22987.0 13856.0 36843 2158487 841548.0 NaN 4905854
2020-10-21 2020-10-21 Veneto 45.434905 12.338452 439 56 495 10938 11433 1177 1422 24550 2282 23338.0 14927.0 38265 2178114 849385.0 NaN 4905854
2020-10-22 2020-10-22 Veneto 45.434905 12.338452 500 59 559 12049 12608 1175 1325 24681 2301 23515.0 16075.0 39590 2192554 854703.0 NaN 4905854
2020-10-23 2020-10-23 Veneto 45.434905 12.338452 515 64 579 13455 14034 1426 1550 24798 2308 23734.0 17406.0 41140 2208831 860733.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together